Evidence map›Paper›PMID 42198807›Full record

ArticleThe New phytologist2026

Investigating GERMs: how genotype, environment, and rhizosphere microbiome interactions underlie heat response in maize and sorghum.

Nate Korth, Isabella Borrero, Katelyn Rumley, Alex L Woodley, Mallory J Choudoir, Joseph L Gage

Abstract read
In one paragraph

Article in The New phytologist, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Deciphering Stress Resilience in Black Pepper (International journal of molecular sciences · 2026
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Nate KorthDepartment of Crop and Soil Sciences, North Carolina State University, Raleigh, NC, 27695, USA.ORCID https://orcid.org/0009-0005-5543-0299
Isabella BorreroNC Plant Sciences Initiative, North Carolina State University, Raleigh, NC, 27606, USA.ORCID https://orcid.org/0009-0003-0658-0595
Katelyn RumleyDepartment of Crop and Soil Sciences, North Carolina State University, Raleigh, NC, 27695, USA.
Alex L WoodleyDepartment of Crop and Soil Sciences, North Carolina State University, Raleigh, NC, 27695, USA.ORCID https://orcid.org/0000-0002-6693-3431
Mallory J ChoudoirNC Plant Sciences Initiative, North Carolina State University, Raleigh, NC, 27606, USA.ORCID https://orcid.org/0000-0002-9117-5150
Joseph L GageDepartment of Crop and Soil Sciences, North Carolina State University, Raleigh, NC, 27695, USA.ORCID https://orcid.org/0000-0001-5946-4414

Funding

Characterizing and modeling the genomewide molecular basis of gene-environment interactionsR35GM151048 · NIGMS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI Joseph Lee Gage · 2023 to 2026
$1.5M
National Institute of Food and Agriculture 2024-38420-41520National Institute of Food and Agriculture 2025-67012-44807National Institute of Food and Agriculture 7002327National Institute of Food and Agriculture 7004439NIGMS NIH HHS R35 GM151048NIH HHS R35GM151048
6 · The paper itself

Abstract

Plant responses to heat stress emerge from interactions among host genotype, environment, and the rhizosphere microbiome, yet most studies examine these components in isolation. We applied the Genotype × Environment × Rhizosphere Microbiomes (GERMs) framework to test how host-microbe coordination contributes to heat tolerance in cereal crops Zea mays and Sorghum bicolor. We analyzed maize and sorghum grown under optimal and heat-stressed conditions across contrasting soil treatments using integrated plant-microbial metatranscriptomics. Host and microbial gene expression profiles were jointly analyzed alongside microbiome composition and plant phenotypes and compared with amplicon-based profiling. Metatranscriptomics captured microbial community structure comparable to amplicon sequencing while providing enhanced functional and taxonomic resolution. Host genotype and temperature jointly shaped microbial functional profiles. Conserved plant orthologs across maize and sorghum were linked to microbial pathways, specifically microbial d-amino acid metabolism was associated with plant heat tolerance. These findings indicate the rhizosphere microbiome actively participates in plant heat stress responses through coordinated transcriptional interactions with the host. Integrating host and microbial transcriptomes reveals mechanistic insights into plant adaptation and establishes a framework for dissecting plant-microbiome interactions under environmental stress.

Indexed as

EnvironmentHeat-Shock ResponseMicrobiotaRhizosphereSorghumZea maysGene Expression Regulation, PlantGenotypeHot TemperaturePhenotypeTranscriptomeabiotic stress tolerancecross‐kingdom regulationd‐amino acid metabolismheat tolerancemetatranscriptomicsmicrobiomeplant resiliencerhizosphere biology

Identifiers

PMID42198807
PMCPMC13373824

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.